Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9043651 0.6476190
bt 0.8716270 0.6166667
maxnet 0.8642857 0.5769841
gam 0.8595238 0.5904762
glm 0.8496032 0.5325397

Variable Importance

Partial Dependence